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Search results for deep learning information retrieval

deep-learning x

information-retrieval x

50 search results found

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Unstructured ⭐ 4,404

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

Marqo ⭐ 3,893

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Ranking ⭐ 2,666

Learning to Rank in TensorFlow

Invoicenet ⭐ 2,297

Deep neural network to extract intelligent information from invoice documents.

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Awesome Fl ⭐ 1,103

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Awesome Neural Models For Semantic Match ⭐ 763

A curated list of papers dedicated to neural text (semantic) matching.

Allrank ⭐ 722

allRank is a framework for training learning-to-rank neural models based on PyTorch.

Deep Semantic Similarity Model ⭐ 472

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

RMDL: Random Multimodel Deep Learning for Classification

Awesome Generative Information Retrieval ⭐ 387

Teaching ⭐ 307

Open-Source Information Retrieval Courses @ TU Wien

HDLTex: Hierarchical Deep Learning for Text Classification

OCR, Archive, Index and Search: Implementation agnostic OCR framework.

Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/

Neuralqa ⭐ 207

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling

Chatgpt Retrievalqa ⭐ 130

A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.

Summary ⭐ 126

summaries of all the papers I read

Capreolus ⭐ 89

A toolkit for end-to-end neural ad hoc retrieval

Semantic Entity Retrieval Toolkit

Query Wellformedness ⭐ 63

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

LaMP: When Large Language Models Meet Personalization

Finbert Qa ⭐ 39

Financial Domain Question Answering with pre-trained BERT Language Model

Uniformizing 3d ⭐ 35

[MICCAI'2020 PRIME] Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Severity Estimation.

3d_model_retriever ⭐ 29

Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)

CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.

Drl4nlp.scratchpad ⭐ 26

Notes on Deep Reinforcement Learning for Natural Language Processing papers

Deep Q Rank ⭐ 24

A deep reinforcement learning approach to search engine ranking (PyTorch). Final Project for UC Berkeley's CS 285: Deep Reinforcement Learning, Decision Making, and Control

Markers_bert ⭐ 22

Neural Search Pills ⭐ 18

Knowledge pills on Neural Search

Learning2hash.github.io ⭐ 15

Website for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io

Query_completion ⭐ 15

Personalized Query Completion

Personified Chatbot ⭐ 14

A personified chatbot responding to a query based on the answering pattern of Dr. APJ Abdul Kalam using Information Retrieval, Natural Language Processing, and Deep Learning techniques.

Ml Nlp Services ⭐ 14

机器学习、深度学习、自然语言处理

Paperlist_nlp_ir_rec_ai_conference ⭐ 13

2016-至今nlp/ir/recsys/ai相关顶会的论文清单paperlist列表含目录，方便直

⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.

Irel Reading Group ⭐ 12

This repository contains the resources used for presentation/discussion in weekly iRE Lab meetings.

A deep learning library for identifying keyphrases from text

Scalable Recognition With A Vocabulary Tree ⭐ 11

A python implementation of the paper "Scalable Recognition with a Vocabulary Tree, D. Nister, H. Stewenius, 2006"

Alana_learning_to_rank ⭐ 11

Neural Response Ranker for Alana, Heriot-Watt University's Alexa Prize Socialbot

SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 languages, generated using PaLM 2 and summarize-then-ask prompting.

Fortehealth ⭐ 9

The project is in the incubation stage and still under development. ForteHealth is a flexible and powerful ML workflow builder for biomedical and clinical scenarios. This is part of the CASL project: http://casl-project.ai/

A Clean Lua Interface to the Indri Search Engine for Torch.

Latent Aspect Detection ⭐ 7

Code and models for the paper "Latent Aspect Detection from Online Unsolicited Customer Reviews"

Source code of CIKM2021 Paper 'Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need'

Tripclick ⭐ 7

TripClick: The Log Files of a Large Health Web Search Engine

Neural network techniques for Information Retrieval

Generate SQUAD style dataset from raw text file and train a transformer based question answering model .This repo has code from https://github.com/facebookresearch/UnsupervisedQA and https://github.com/deepset-ai/haystack

Qnatables An Intelligent Question Answering System ⭐ 5

Question Answering System to answer question over tables in a document

Hierarchical Language Modeling ⭐ 5

We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.

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